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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Multiparametric MR imaging for differentiating between benign and malignant thyroid nodules: initial experience in 23
Miho Sasaki1, Misa Sumi, Ken-ichi Kaneko
1Department of Radiology and Cancer Biology, Nagasaki University School of Dentistry, Nagasaki, Japan.
Journal of Magnetic Resonance Imaging : JMRI
|November 29, 2012
Summary
Multiparametric MRI using apparent diffusion coefficients (ADCs) and time-signal intensity curves (TICs) effectively distinguishes malignant thyroid nodules from benign ones. This advanced imaging approach achieved 91% accuracy in differentiating these conditions.
Area of Science:
- Radiology and Medical Imaging
- Oncology
- Thyroid Pathology
Background:
- Thyroid nodules are common, with malignancy detection being crucial for patient management.
- Accurate differentiation between benign and malignant thyroid nodules remains a clinical challenge.
- Multiparametric MRI offers potential for non-invasive characterization of thyroid lesions.
Purpose of the Study:
- To evaluate the efficacy of multiparametric MRI, combining apparent diffusion coefficients (ADCs) and time-signal intensity curves (TICs), for discriminating malignant from benign thyroid nodules.
- To assess the diagnostic performance of lesion-by-lesion and pixel-by-pixel analyses using ADCs and TICs.
Main Methods:
- Retrospective analysis of 7 benign and 16 malignant thyroid nodules using multiparametric MRI.
- Determination of ADCs at b-values of 500 and 1000 s/mm(2).
- Classification of TICs into 5 patterns based on increment ratio, peak time, and washout ratio; stepwise analysis using ADC and TIC criteria.
Main Results:
- Overall ADCs differentiated undifferentiated carcinomas (accuracy 91%) and lymphomas (accuracy 100%).
- Malignant nodules exhibited specific patterns of rapid-uptake TIC profiles and low ADC values.
- The stepwise approach using ADC and TIC criteria achieved 91% accuracy in discriminating malignant from benign nodules.
Conclusions:
- Multiparametric MRI, integrating ADCs and TICs, demonstrates significant utility in differentiating malignant thyroid nodules from benign ones.
- This imaging technique provides valuable quantitative and qualitative data for improved diagnostic accuracy.
- Further validation in larger cohorts may enhance its clinical applicability.
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